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SPHINX

Statistical PHysics of INformation eXtraction

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  1. dnner dnner Public

    Deep Neural Networks Entropy from Replicas

    Python 29 8

  2. tramp tramp Public

    Tree Approximate Message Passing

    Python 29 7

  3. Boltzmann.jl Boltzmann.jl Public

    Forked from dfdx/Boltzmann.jl

    Restricted Boltzmann Machines in Julia

    Julia 15 4

  4. DukeLecture2018 DukeLecture2018 Public

    Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"

    Jupyter Notebook 15 9

  5. mlcourse_2019 mlcourse_2019 Public

    INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker

    Jupyter Notebook 14 8

  6. mlphys mlphys Public

    Travaux Pratiques -- Machine Learning for Physicists

    Jupyter Notebook 7 2

Repositories

Showing 10 of 17 repositories
  • tramp Public

    Tree Approximate Message Passing

    sphinxteam/tramp’s past year of commit activity
    Python 29 MIT 7 0 0 Updated Apr 29, 2024
  • perturbative_mean_field_matrix_factorization Public

    Code for the paper "Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising"

    sphinxteam/perturbative_mean_field_matrix_factorization’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Apr 18, 2023
  • PhaseRetrieval_demo Public

    Demonstration notebooks and code used for "Phase retrieval in high dimensions : Statistical and computational phase transitions"

    sphinxteam/PhaseRetrieval_demo’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 15, 2023
  • sir_inference Public
    sphinxteam/sir_inference’s past year of commit activity
    Python 6 6 0 0 Updated May 26, 2020
  • tramp_notebooks Public

    Notebooks to illustrate the tramp package

    sphinxteam/tramp_notebooks’s past year of commit activity
    Jupyter Notebook 3 2 0 0 Updated Apr 2, 2020
  • DukeLecture2018 Public

    Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"

    sphinxteam/DukeLecture2018’s past year of commit activity
    Jupyter Notebook 15 9 0 0 Updated Dec 22, 2019
  • dnner Public

    Deep Neural Networks Entropy from Replicas

    sphinxteam/dnner’s past year of commit activity
    Python 29 8 6 0 Updated Nov 2, 2019
  • Universality-CS-2019 Public
    sphinxteam/Universality-CS-2019’s past year of commit activity
    Python 1 0 0 0 Updated May 28, 2019
  • mlcourse_2019 Public

    INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker

    sphinxteam/mlcourse_2019’s past year of commit activity
    Jupyter Notebook 14 8 0 0 Updated May 26, 2019
  • spiked_matrix-tensor_T0 Public

    Solver of the gradient descent state evolution equation.

    sphinxteam/spiked_matrix-tensor_T0’s past year of commit activity
    C++ 2 2 0 0 Updated Jan 15, 2019
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